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Large Language Models

6405 directly classified papers

Papers per year

Papers

Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025
MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models COLING 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025
On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models COLING 2025
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025
Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025
Performance and Limitations of Fine-Tuned LLMs in SPARQL Query Generation COLING 2025
Refining Noisy Knowledge Graph with Large Language Models COLING 2025
Can LLMs be Knowledge Graph Curators for Validating Triple Insertions? COLING 2025
Text2Cypher: Bridging Natural Language and Graph Databases COLING 2025
KGFakeNet: A Knowledge Graph-Enhanced Model for Fake News Detection COLING 2025
Hindi Reading Comprehension: Do Large Language Models Exhibit Semantic Understanding? COLING 2025
Sentiment Analysis of Sinhala News Comments Using Transformers COLING 2025
Studying the capabilities of Large Language Models in solving Combinatorics Problems posed in Hindi COLING 2025
From Scarcity to Capability: Empowering Fake News Detection in Low-Resource Languages with LLMs COLING 2025
Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025) COLING 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025
Empowering Persian LLMs for Instruction Following: A Novel Dataset and Training Approach COLING 2025
CaLQuest.PT: Towards the Collection and Evaluation of Natural Causal Ladder Questions in Portuguese for AI Agents COLING 2025
PersianMCQ-Instruct: A Comprehensive Resource for Generating Multiple-Choice Questions in Persian COLING 2025
Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025
Controlled Evaluation of Syntactic Knowledge in Multilingual Language Models COLING 2025
Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages COLING 2025
Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025
iai_MSU at SemEval-2025 Task-3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes in English SEMEVAL 2025